Tamer Abdulbaki Alshirbaji

Akademischer Mitarbeiter Projekt CoHMED
Publications
Abdulbaki Alshirbaji, Tamer
2021 | |||
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, T. Neumuth, Knut Möller | Surgical Tool Detection in Laparoscopic Videos by Modeling Temporal Dependencies Between Adjacent Frames | 8th European Medical and Biological Engineering Conference Proceedings of the EMBEC 2020, November 29 – December 3, 2020 Portorož, Slovenia, pp. 1045-1052, 2021 | BibTeX | RIS DOI |
2020 | |||
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller | A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos | Current Directions in Biomedical Engineering, 06.2020(1 Artikel 0200002), 2020 | BibTeX | RIS DOI |
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller | Data Recording Framework for Physiological and Surgical Data in Operating Theatres | Current Directions in Biomedical Engineering, 06.2020(3), pp. 364-367, 2020 | BibTeX | RIS |
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller | Der vernetzte Operationssaal | 2020 | BibTeX | RIS |
Tamer Abdulbaki Alshirbaji, N. Ding, Nour A. Jalal, Knut Möller | The effect of background pattern on training a deep convolutional neural network for surgical tool detection | Contributions to the 14th Symposium on Automation in Medical Engineering (AUTOMED 2020), March 02/03 2020, Lübeck, Germany, 2020 | BibTeX | RIS DOI |
N. Ding, Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller | The evaluation of synthetic datasets on training AlexNet for surgical tool detection | Current Directions in Biomedical Engineering, 06.2020(3), pp. 319-321, 2020 | BibTeX | RIS |
2019 | |||
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Lars Mündermann, Knut Möller | Data Recording System for Anesthesiology, Patient Monitor and Surgical Devices in Operating Rooms | 64. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS), 08.-11.09.2019, Dortmund, Germany, 2019 | BibTeX | RIS DOIURN |
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller | Predicting Surgical Phases using CNN-NARX Neural Network | Current Directions in Biomedical Engineering, 05.2019(1), pp. 405-407, 2019 | BibTeX | RIS DOI |
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller | Prediction of Surgery Duration from Laparoscopic Videos using Recurrent neural network | Biomedical Engineering / Biomedizinische Technik, 64.2019(s2), p. s140, 2019 | BibTeX | RIS DOI |
2018 | |||
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller | Evaluating Convolutional Neural Network and Hidden Markov Model for Recognising Surgical Phases in Sigmoid Resection | Current Directions in Biomedical Engineering, 4.2018(1), pp. 415-418, 2018 | BibTeX | RIS DOI |
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller | Laparoscopic Instrument Classification using a Loss- Sensitive Neural Network | Automed 2018: Automatisierungstechnische Verfahren für die Medizin, 15. und 16. März 2018 in Villingen-Schwenningen, Tagungsband, pp. 58-60, 2018 | BibTeX | RIS |
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller | Phase recognition in laparoscopic videos: comparing Hierarchical HMM with simple HMM | World Congress on Medical Physics & Biomedical Engineering IUPESM, 3-8 June 2018, Prag, Czech Republic, 2018 | BibTeX | RIS |
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller | Surgical Tool Classification in Laparoscopic Videos Using Convolutional Neural Network | Current Directions in Biomedical Engineering, 4.2018(1), pp. 407-410, 2018 | BibTeX | RIS DOI |
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller | The effect of Hierarchical Hidden Markov Model on Phase Recognition in Laparoscopic Videos | Automed 2018: Automatisierungstechnische Verfahren für die Medizin, 15. und 16. März 2018 in Villingen-Schwenningen, Tagungsband, pp. 61-63, 2018 | BibTeX | RIS |
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller | Video-based surgical tool classification in endoscopic cholecystectomies | World Congress on Medical Physics & Biomedical Engineering IUPESM, 3-8 June 2018, Prag, Czech Republic, 2018 | BibTeX | RIS |
2017 | |||
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Lars Mündermann, Knut Möller | Classifying smoke in laparoscopic videos using SVM | Current Directions in Biomedical Engineering, 3.2017(2), pp. 191-194, 2017 | BibTeX | RIS DOI |
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Lars Mündermann, Knut Möller | Features for detecting smoke in laparoscopic videos | Current Directions in Biomedical Engineering, 3.2017(2), pp. 521-524, 2017 | BibTeX | RIS DOI |